Sketching was the means of communication much before languages were developed. Hence, sketching becomes a fundamental skill of human cognition. Today, DNNs perform the state-of-art in language-related tasks but there only a handful of works that discuss sketch generation in vector format, let alone vector image generation in the wild. As of today, there are [1]}, [2]}, [3]}, [4]} based on VAE, which generate sketches in vector format. This proves that sketch generation in vector format is indeed a very challenging problem to tackle. In addition to this, there are no GAN architectures for sketch generation in vector format. So, we focus on generating sketches in vector format.
